Find why your AI agent is slow from Elastic traces.
Answers questions about LLM performance, token usage, measured costs, response quality, and agent workflows using telemetry ingested into Elastic.
When to use it
Use for questions about LLM monitoring, token spend, model latency, prompt or guardrail failures, and agent tool-call chains.
Give it a question about LLM or agent behavior; it returns a conclusion based on Elastic telemetry or evidence supplied in the question.
Cluster queries require CLI version 0.2 or later with es and kb support; supplied evidence can be analyzed without cluster access.
Cluster queries require Elasticsearch 8.11+ or Serverless holding LLM telemetry from APM/OTLP traces or an Elastic LLM integration.
This skill
Elasticsearch
Reads your LLM telemetry
Kibana
Reads related alerts and SLOs